Prof. Fan Zhang Profile

Prof. Fan Zhang

at Electric Power Research Institute

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Author

Publications (4)

Proceedings Article | 3 April 2023 Paper

Low voltage user demand response management platform based on blockchain technology

Jianlin Tang, Xiaoming Lin, Fan Zhang, Wenqian Jiang, Zhou Yang, Junli Huang

Proceedings Volume 12599, 125991V (2023) https://doi.org/10.1117/12.2673402

KEYWORDS: Power consumption, Blockchain, Power supplies, Safety, Computer security, Network architectures, Reliability, Network security, Deep learning, Decision making

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Proceedings Article | 23 May 2022 Paper

Missing data reconstruction method based on Kmeans and GBDT combined model

Jianbin Deng, Fusheng Li, Bin Guo, Ji Wang, Xingxing Feng, Ye Zhao, Fan Zhang

Proceedings Volume 12254, 122542N (2022) https://doi.org/10.1117/12.2640126

KEYWORDS: Data modeling, Reconstruction algorithms, Transformers, Statistical modeling, Data communications, Computer simulations, Machine learning, Expectation maximization algorithms

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Proceedings Article | 9 May 2022 Paper

Improved Bayesian ridge regression based data missing reconstruction of smart meters

Weisong Chen, Yong Xiao, Jianbin Deng, Fusheng Li, Bin Guo, Fan Zhang, Lijuan Xu

Proceedings Volume 12249, 1224915 (2022) https://doi.org/10.1117/12.2636621

KEYWORDS: Data modeling, Reconstruction algorithms, Statistical analysis, Statistical modeling, Data analysis, Computer simulations, Transform theory, Situational awareness sensors, Power supplies

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Proceedings Article | 10 November 2021 Paper

Prediction of subjective charging behavior of electric vehicles based on improved deep residual network

Xiner Luo, Jinqiao Du, Xiaoming Lin, Bin Qian, Fusheng Li, Fan Zhang, Yong Xiao

Proceedings Volume 12050, 1205038 (2021) https://doi.org/10.1117/12.2613677

KEYWORDS: Neural networks, Data modeling, Statistical analysis, Error analysis, Computer simulations, Statistical modeling, Convolution, Visualization, Power supplies, Visual process modeling

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